Overview
Brought to you by YData
Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 32951 |
| Missing cells | 2448 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 72.0 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 7 |
product_height_cm is highly overall correlated with product_weight_g | High correlation |
product_length_cm is highly overall correlated with product_weight_g and 1 other fields | High correlation |
product_weight_g is highly overall correlated with product_height_cm and 2 other fields | High correlation |
product_width_cm is highly overall correlated with product_length_cm and 1 other fields | High correlation |
product_category_name has 610 (1.9%) missing values | Missing |
product_name_lenght has 610 (1.9%) missing values | Missing |
product_description_lenght has 610 (1.9%) missing values | Missing |
product_photos_qty has 610 (1.9%) missing values | Missing |
product_id has unique values | Unique |
Reproduction
| Analysis started | 2025-09-10 15:34:15.596805 |
|---|---|
| Analysis finished | 2025-09-10 15:34:27.135893 |
| Duration | 11.54 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
product_id
Text
Unique
| Distinct | 32951 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 257.6 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Unique
| Unique | 32951 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1e9e8ef04dbcff4541ed26657ea517e5 |
|---|---|
| 2nd row | 3aa071139cb16b67ca9e5dea641aaa2f |
| 3rd row | 96bd76ec8810374ed1b65e291975717f |
| 4th row | cef67bcfe19066a932b7673e239eb23d |
| 5th row | 9dc1a7de274444849c219cff195d0b71 |
| Value | Count | Frequency (%) |
| 2548af3e6e77a690cf3eb6368e9ab61e | 1 | < 0.1% |
| 106392145fca363410d287a815be6de4 | 1 | < 0.1% |
| 1e9e8ef04dbcff4541ed26657ea517e5 | 1 | < 0.1% |
| 3aa071139cb16b67ca9e5dea641aaa2f | 1 | < 0.1% |
| 96bd76ec8810374ed1b65e291975717f | 1 | < 0.1% |
| cef67bcfe19066a932b7673e239eb23d | 1 | < 0.1% |
| 9dc1a7de274444849c219cff195d0b71 | 1 | < 0.1% |
| d4484cc239fbd0ac671ab04d931edc66 | 1 | < 0.1% |
| 4e1d2ef2974c85d82582edfe594a4f57 | 1 | < 0.1% |
| d218a47759ef0d1db44044934909b88b | 1 | < 0.1% |
| Other values (32941) | 32941 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 66459 | 6.3% |
| 3 | 66385 | 6.3% |
| e | 66223 | 6.3% |
| c | 66221 | 6.3% |
| 9 | 66068 | 6.3% |
| 1 | 66065 | 6.3% |
| d | 66015 | 6.3% |
| 5 | 65942 | 6.3% |
| 7 | 65894 | 6.2% |
| f | 65852 | 6.2% |
| Other values (6) | 393308 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1054432 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 66459 | 6.3% |
| 3 | 66385 | 6.3% |
| e | 66223 | 6.3% |
| c | 66221 | 6.3% |
| 9 | 66068 | 6.3% |
| 1 | 66065 | 6.3% |
| d | 66015 | 6.3% |
| 5 | 65942 | 6.3% |
| 7 | 65894 | 6.2% |
| f | 65852 | 6.2% |
| Other values (6) | 393308 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1054432 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 66459 | 6.3% |
| 3 | 66385 | 6.3% |
| e | 66223 | 6.3% |
| c | 66221 | 6.3% |
| 9 | 66068 | 6.3% |
| 1 | 66065 | 6.3% |
| d | 66015 | 6.3% |
| 5 | 65942 | 6.3% |
| 7 | 65894 | 6.2% |
| f | 65852 | 6.2% |
| Other values (6) | 393308 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1054432 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 66459 | 6.3% |
| 3 | 66385 | 6.3% |
| e | 66223 | 6.3% |
| c | 66221 | 6.3% |
| 9 | 66068 | 6.3% |
| 1 | 66065 | 6.3% |
| d | 66015 | 6.3% |
| 5 | 65942 | 6.3% |
| 7 | 65894 | 6.2% |
| f | 65852 | 6.2% |
| Other values (6) | 393308 |
Missing
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 610 |
| Missing (%) | 1.9% |
| Memory size | 257.6 KiB |
Length
| Max length | 46 |
|---|---|
| Median length | 32 |
| Mean length | 14.958659 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | perfumaria |
|---|---|
| 2nd row | artes |
| 3rd row | esporte_lazer |
| 4th row | bebes |
| 5th row | utilidades_domesticas |
| Value | Count | Frequency (%) |
| cama_mesa_banho | 3029 | 9.4% |
| esporte_lazer | 2867 | 8.9% |
| moveis_decoracao | 2657 | 8.2% |
| beleza_saude | 2444 | 7.6% |
| utilidades_domesticas | 2335 | 7.2% |
| automotivo | 1900 | 5.9% |
| informatica_acessorios | 1639 | 5.1% |
| brinquedos | 1411 | 4.4% |
| relogios_presentes | 1329 | 4.1% |
| telefonia | 1134 | 3.5% |
| Other values (63) | 11596 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 57759 | |
| e | 57376 | |
| o | 49486 | |
| s | 48323 | |
| i | 31889 | 6.6% |
| _ | 30870 | 6.4% |
| r | 29702 | 6.1% |
| t | 24536 | 5.1% |
| c | 23062 | 4.8% |
| m | 21106 | 4.4% |
| Other values (18) | 109669 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 483778 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 57759 | |
| e | 57376 | |
| o | 49486 | |
| s | 48323 | |
| i | 31889 | 6.6% |
| _ | 30870 | 6.4% |
| r | 29702 | 6.1% |
| t | 24536 | 5.1% |
| c | 23062 | 4.8% |
| m | 21106 | 4.4% |
| Other values (18) | 109669 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 483778 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 57759 | |
| e | 57376 | |
| o | 49486 | |
| s | 48323 | |
| i | 31889 | 6.6% |
| _ | 30870 | 6.4% |
| r | 29702 | 6.1% |
| t | 24536 | 5.1% |
| c | 23062 | 4.8% |
| m | 21106 | 4.4% |
| Other values (18) | 109669 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 483778 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 57759 | |
| e | 57376 | |
| o | 49486 | |
| s | 48323 | |
| i | 31889 | 6.6% |
| _ | 30870 | 6.4% |
| r | 29702 | 6.1% |
| t | 24536 | 5.1% |
| c | 23062 | 4.8% |
| m | 21106 | 4.4% |
| Other values (18) | 109669 |
product_name_lenght
Real number (ℝ)
Missing
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 610 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.476949 |
| Minimum | 5 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 257.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 42 |
| median | 51 |
| Q3 | 57 |
| 95-th percentile | 60 |
| Maximum | 76 |
| Range | 71 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.245741 |
|---|---|
| Coefficient of variation (CV) | 0.21135284 |
| Kurtosis | 0.19256346 |
| Mean | 48.476949 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.90322176 |
| Sum | 1567793 |
| Variance | 104.9752 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 2182 | 6.6% |
| 59 | 2025 | 6.1% |
| 58 | 1887 | 5.7% |
| 57 | 1719 | 5.2% |
| 55 | 1683 | 5.1% |
| 56 | 1675 | 5.1% |
| 54 | 1439 | 4.4% |
| 53 | 1330 | 4.0% |
| 52 | 1259 | 3.8% |
| 50 | 1039 | 3.2% |
| Other values (56) | 16103 |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 8 | |
| 10 | 5 | < 0.1% |
| 11 | 7 | |
| 12 | 13 | |
| 13 | 16 | |
| 14 | 11 |
| Value | Count | Frequency (%) |
| 76 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 69 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 64 | 59 | 0.2% |
| 63 | 515 | |
| 62 | 65 | 0.2% |
| 61 | 65 | 0.2% |
product_description_lenght
Real number (ℝ)
Missing
| Distinct | 2960 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 610 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 771.49528 |
| Minimum | 4 |
|---|---|
| Maximum | 3992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 257.6 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 339 |
| median | 595 |
| Q3 | 972 |
| 95-th percentile | 2063 |
| Maximum | 3992 |
| Range | 3988 |
| Interquartile range (IQR) | 633 |
Descriptive statistics
| Standard deviation | 635.11522 |
|---|---|
| Coefficient of variation (CV) | 0.82322632 |
| Kurtosis | 4.8289228 |
| Mean | 771.49528 |
| Median Absolute Deviation (MAD) | 293 |
| Skewness | 1.9620928 |
| Sum | 24950929 |
| Variance | 403371.35 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 404 | 94 | 0.3% |
| 729 | 86 | 0.3% |
| 703 | 66 | 0.2% |
| 651 | 66 | 0.2% |
| 236 | 65 | 0.2% |
| 184 | 65 | 0.2% |
| 303 | 63 | 0.2% |
| 352 | 62 | 0.2% |
| 375 | 60 | 0.2% |
| 246 | 58 | 0.2% |
| Other values (2950) | 31656 | |
| (Missing) | 610 | 1.9% |
| Value | Count | Frequency (%) |
| 4 | 5 | |
| 8 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 26 | 2 | < 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3992 | 1 | |
| 3988 | 1 | |
| 3985 | 1 | |
| 3976 | 1 | |
| 3963 | 1 | |
| 3956 | 1 | |
| 3954 | 2 | |
| 3950 | 1 | |
| 3949 | 1 | |
| 3948 | 1 |
product_photos_qty
Real number (ℝ)
Missing
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 610 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1889861 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 257.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7367656 |
|---|---|
| Coefficient of variation (CV) | 0.79341099 |
| Kurtosis | 7.2635342 |
| Mean | 2.1889861 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1934091 |
| Sum | 70794 |
| Variance | 3.0163549 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 1 | 16489 | |
| 2 | 6263 | 19.0% |
| 3 | 3860 | 11.7% |
| 4 | 2428 | 7.4% |
| 5 | 1484 | 4.5% |
| 6 | 968 | 2.9% |
| 7 | 343 | 1.0% |
| 8 | 192 | 0.6% |
| 9 | 105 | 0.3% |
| 10 | 95 | 0.3% |
| Other values (9) | 114 | 0.3% |
| (Missing) | 610 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 16489 | |
| 2 | 6263 | 19.0% |
| 3 | 3860 | 11.7% |
| 4 | 2428 | 7.4% |
| 5 | 1484 | 4.5% |
| 6 | 968 | 2.9% |
| 7 | 343 | 1.0% |
| 8 | 192 | 0.6% |
| 9 | 105 | 0.3% |
| 10 | 95 | 0.3% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 17 | 7 | < 0.1% |
| 15 | 8 | < 0.1% |
| 14 | 5 | < 0.1% |
| 13 | 9 | < 0.1% |
| 12 | 35 | 0.1% |
| 11 | 46 | |
| 10 | 95 |
product_weight_g
Real number (ℝ)
High correlation
| Distinct | 2204 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2276.4725 |
| Minimum | 0 |
|---|---|
| Maximum | 40425 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 257.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 105 |
| Q1 | 300 |
| median | 700 |
| Q3 | 1900 |
| 95-th percentile | 10850 |
| Maximum | 40425 |
| Range | 40425 |
| Interquartile range (IQR) | 1600 |
Descriptive statistics
| Standard deviation | 4282.0387 |
|---|---|
| Coefficient of variation (CV) | 1.8809974 |
| Kurtosis | 15.133565 |
| Mean | 2276.4725 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 3.6048598 |
| Sum | 75007492 |
| Variance | 18335856 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 200 | 2084 | 6.3% |
| 300 | 1561 | 4.7% |
| 150 | 1259 | 3.8% |
| 400 | 1206 | 3.7% |
| 100 | 1188 | 3.6% |
| 500 | 1112 | 3.4% |
| 250 | 1001 | 3.0% |
| 600 | 957 | 2.9% |
| 350 | 832 | 2.5% |
| 700 | 748 | 2.3% |
| Other values (2194) | 21001 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 2 | 5 | < 0.1% |
| 25 | 1 | < 0.1% |
| 50 | 312 | |
| 53 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 55 | 2 | < 0.1% |
| 58 | 1 | < 0.1% |
| 60 | 6 | < 0.1% |
| 61 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 40425 | 1 | < 0.1% |
| 30000 | 143 | |
| 29800 | 1 | < 0.1% |
| 29750 | 1 | < 0.1% |
| 29700 | 2 | < 0.1% |
| 29600 | 5 | < 0.1% |
| 29500 | 2 | < 0.1% |
| 29250 | 1 | < 0.1% |
| 29150 | 1 | < 0.1% |
| 29100 | 1 | < 0.1% |
product_length_cm
Real number (ℝ)
High correlation
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.815078 |
| Minimum | 7 |
|---|---|
| Maximum | 105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 257.6 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 18 |
| median | 25 |
| Q3 | 38 |
| 95-th percentile | 65 |
| Maximum | 105 |
| Range | 98 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 16.914458 |
|---|---|
| Coefficient of variation (CV) | 0.54890201 |
| Kurtosis | 3.513618 |
| Mean | 30.815078 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.7504597 |
| Sum | 1015326 |
| Variance | 286.09889 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16 | 5520 | 16.8% |
| 20 | 2816 | 8.5% |
| 30 | 2029 | 6.2% |
| 18 | 1502 | 4.6% |
| 25 | 1387 | 4.2% |
| 17 | 1310 | 4.0% |
| 19 | 1270 | 3.9% |
| 40 | 1224 | 3.7% |
| 22 | 972 | 2.9% |
| 35 | 968 | 2.9% |
| Other values (89) | 13951 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 3 | < 0.1% |
| 11 | 16 | < 0.1% |
| 12 | 15 | < 0.1% |
| 13 | 20 | 0.1% |
| 14 | 40 | 0.1% |
| 15 | 48 | 0.1% |
| 16 | 5520 |
| Value | Count | Frequency (%) |
| 105 | 149 | |
| 104 | 19 | 0.1% |
| 103 | 9 | < 0.1% |
| 102 | 19 | 0.1% |
| 101 | 18 | 0.1% |
| 100 | 119 | |
| 99 | 16 | < 0.1% |
| 98 | 16 | < 0.1% |
| 97 | 7 | < 0.1% |
| 96 | 4 | < 0.1% |
product_height_cm
Real number (ℝ)
High correlation
| Distinct | 102 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.937661 |
| Minimum | 2 |
|---|---|
| Maximum | 105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 257.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8 |
| median | 13 |
| Q3 | 21 |
| 95-th percentile | 44 |
| Maximum | 105 |
| Range | 103 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 13.637554 |
|---|---|
| Coefficient of variation (CV) | 0.80516158 |
| Kurtosis | 6.6786189 |
| Mean | 16.937661 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.1400613 |
| Sum | 558079 |
| Variance | 185.98288 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 2548 | 7.7% |
| 15 | 2022 | 6.1% |
| 20 | 1991 | 6.0% |
| 16 | 1595 | 4.8% |
| 11 | 1551 | 4.7% |
| 5 | 1529 | 4.6% |
| 12 | 1522 | 4.6% |
| 8 | 1467 | 4.5% |
| 2 | 1357 | 4.1% |
| 7 | 1235 | 3.7% |
| Other values (92) | 16132 |
| Value | Count | Frequency (%) |
| 2 | 1357 | |
| 3 | 888 | 2.7% |
| 4 | 1176 | |
| 5 | 1529 | |
| 6 | 1138 | |
| 7 | 1235 | |
| 8 | 1467 | |
| 9 | 1068 | |
| 10 | 2548 | |
| 11 | 1551 |
| Value | Count | Frequency (%) |
| 105 | 24 | |
| 104 | 5 | < 0.1% |
| 103 | 4 | < 0.1% |
| 102 | 8 | < 0.1% |
| 100 | 15 | |
| 99 | 1 | < 0.1% |
| 98 | 2 | < 0.1% |
| 97 | 2 | < 0.1% |
| 96 | 4 | < 0.1% |
| 95 | 7 | < 0.1% |
product_width_cm
Real number (ℝ)
High correlation
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.196728 |
| Minimum | 6 |
|---|---|
| Maximum | 118 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 257.6 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 15 |
| median | 20 |
| Q3 | 30 |
| 95-th percentile | 47 |
| Maximum | 118 |
| Range | 112 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.079047 |
|---|---|
| Coefficient of variation (CV) | 0.52072203 |
| Kurtosis | 4.0731259 |
| Mean | 23.196728 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.6709713 |
| Sum | 764309 |
| Variance | 145.90339 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11 | 3718 | 11.3% |
| 20 | 3053 | 9.3% |
| 16 | 2808 | 8.5% |
| 15 | 2393 | 7.3% |
| 30 | 1786 | 5.4% |
| 12 | 1536 | 4.7% |
| 25 | 1329 | 4.0% |
| 14 | 1264 | 3.8% |
| 13 | 1133 | 3.4% |
| 17 | 1118 | 3.4% |
| Other values (85) | 12811 |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 9 | < 0.1% |
| 9 | 15 | < 0.1% |
| 10 | 23 | 0.1% |
| 11 | 3718 | |
| 12 | 1536 | |
| 13 | 1133 | 3.4% |
| 14 | 1264 | 3.8% |
| 15 | 2393 |
| Value | Count | Frequency (%) |
| 118 | 1 | < 0.1% |
| 105 | 5 | < 0.1% |
| 104 | 1 | < 0.1% |
| 103 | 1 | < 0.1% |
| 102 | 2 | < 0.1% |
| 101 | 2 | < 0.1% |
| 100 | 13 | |
| 98 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
Interactions
Correlations
| product_description_lenght | product_height_cm | product_length_cm | product_name_lenght | product_photos_qty | product_weight_g | product_width_cm | |
|---|---|---|---|---|---|---|---|
| product_description_lenght | 1.000 | 0.100 | -0.008 | 0.100 | 0.125 | 0.108 | -0.056 |
| product_height_cm | 0.100 | 1.000 | 0.249 | -0.039 | -0.039 | 0.523 | 0.364 |
| product_length_cm | -0.008 | 0.249 | 1.000 | 0.080 | 0.040 | 0.617 | 0.613 |
| product_name_lenght | 0.100 | -0.039 | 0.080 | 1.000 | 0.153 | 0.099 | 0.068 |
| product_photos_qty | 0.125 | -0.039 | 0.040 | 0.153 | 1.000 | 0.010 | 0.002 |
| product_weight_g | 0.108 | 0.523 | 0.617 | 0.099 | 0.010 | 1.000 | 0.605 |
| product_width_cm | -0.056 | 0.364 | 0.613 | 0.068 | 0.002 | 0.605 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| product_id | product_category_name | product_name_lenght | product_description_lenght | product_photos_qty | product_weight_g | product_length_cm | product_height_cm | product_width_cm | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 1e9e8ef04dbcff4541ed26657ea517e5 | perfumaria | 40.0 | 287.0 | 1.0 | 225.0 | 16.0 | 10.0 | 14.0 |
| 1 | 3aa071139cb16b67ca9e5dea641aaa2f | artes | 44.0 | 276.0 | 1.0 | 1000.0 | 30.0 | 18.0 | 20.0 |
| 2 | 96bd76ec8810374ed1b65e291975717f | esporte_lazer | 46.0 | 250.0 | 1.0 | 154.0 | 18.0 | 9.0 | 15.0 |
| 3 | cef67bcfe19066a932b7673e239eb23d | bebes | 27.0 | 261.0 | 1.0 | 371.0 | 26.0 | 4.0 | 26.0 |
| 4 | 9dc1a7de274444849c219cff195d0b71 | utilidades_domesticas | 37.0 | 402.0 | 4.0 | 625.0 | 20.0 | 17.0 | 13.0 |
| 5 | 41d3672d4792049fa1779bb35283ed13 | instrumentos_musicais | 60.0 | 745.0 | 1.0 | 200.0 | 38.0 | 5.0 | 11.0 |
| 6 | 732bd381ad09e530fe0a5f457d81becb | cool_stuff | 56.0 | 1272.0 | 4.0 | 18350.0 | 70.0 | 24.0 | 44.0 |
| 7 | 2548af3e6e77a690cf3eb6368e9ab61e | moveis_decoracao | 56.0 | 184.0 | 2.0 | 900.0 | 40.0 | 8.0 | 40.0 |
| 8 | 37cc742be07708b53a98702e77a21a02 | eletrodomesticos | 57.0 | 163.0 | 1.0 | 400.0 | 27.0 | 13.0 | 17.0 |
| 9 | 8c92109888e8cdf9d66dc7e463025574 | brinquedos | 36.0 | 1156.0 | 1.0 | 600.0 | 17.0 | 10.0 | 12.0 |
| product_id | product_category_name | product_name_lenght | product_description_lenght | product_photos_qty | product_weight_g | product_length_cm | product_height_cm | product_width_cm | |
|---|---|---|---|---|---|---|---|---|---|
| 32941 | 6ec96c91757fad0aecafc0ee7f262dcc | bebes | 62.0 | 1417.0 | 1.0 | 9550.0 | 36.0 | 35.0 | 35.0 |
| 32942 | 16280ca280a86fee2ba3c928ed04439f | moveis_decoracao | 64.0 | 236.0 | 11.0 | 2200.0 | 31.0 | 11.0 | 26.0 |
| 32943 | 3becff10d1deb92b02f2a1ee62a04524 | informatica_acessorios | 54.0 | 1520.0 | 2.0 | 6150.0 | 30.0 | 30.0 | 20.0 |
| 32944 | 1a14237ecc2fe3772b55c8d4e11ccb35 | moveis_decoracao | 58.0 | 1405.0 | 3.0 | 150.0 | 35.0 | 2.0 | 25.0 |
| 32945 | c4e71b64511b959455e2107fe7859020 | utilidades_domesticas | 59.0 | 1371.0 | 2.0 | 200.0 | 18.0 | 15.0 | 15.0 |
| 32946 | a0b7d5a992ccda646f2d34e418fff5a0 | moveis_decoracao | 45.0 | 67.0 | 2.0 | 12300.0 | 40.0 | 40.0 | 40.0 |
| 32947 | bf4538d88321d0fd4412a93c974510e6 | construcao_ferramentas_iluminacao | 41.0 | 971.0 | 1.0 | 1700.0 | 16.0 | 19.0 | 16.0 |
| 32948 | 9a7c6041fa9592d9d9ef6cfe62a71f8c | cama_mesa_banho | 50.0 | 799.0 | 1.0 | 1400.0 | 27.0 | 7.0 | 27.0 |
| 32949 | 83808703fc0706a22e264b9d75f04a2e | informatica_acessorios | 60.0 | 156.0 | 2.0 | 700.0 | 31.0 | 13.0 | 20.0 |
| 32950 | 106392145fca363410d287a815be6de4 | cama_mesa_banho | 58.0 | 309.0 | 1.0 | 2083.0 | 12.0 | 2.0 | 7.0 |